What skills can I learn in R programming courses on Coursera?

R programming courses on Coursera offer learners an opportunity to master a wide array of skills essential for data analysis , statistical computing, and graphical representation, including: Fundamentals of R syntax and programming environment Data manipulation and cleaning techniques using R packages like dplyr and tidyr Statistical analysis and model building to interpret complex data sets Creating compelling visualizations with ggplot2 and other visualization tools Developing reproducible reports and interactive web apps with R Markdown and Shiny Applying R in various domains such as finance, healthcare, and academic research

Do I need prior experience in programming to enroll in these R courses?

Coursera’s R programming courses are designed to welcome learners at different levels of expertise: No prior programming experience is required for introductory courses, which focus on the basics of R and general programming concepts. Intermediate courses are suitable for learners with some programming background, enhancing their data manipulation and analysis skills. Advanced courses cater to experienced users seeking to deepen their expertise in statistical methods, machine learning, or R package development.

Do I need prior experience in programming to enroll in these R courses?

Coursera’s R programming courses are designed to welcome learners at different levels of expertise: No prior programming experience is required for introductory courses, which focus on the basics of R and general programming concepts. Intermediate courses are suitable for learners with some programming background, enhancing their data manipulation and analysis skills. Advanced courses cater to experienced users seeking to deepen their expertise in statistical methods, machine learning, or R package development.

What certifications and credentials can I earn by studying R programming on Coursera?

Engaging in R programming courses on Coursera can lead to several forms of recognition that highlight your skills and dedication: Course Certificates: These certificates demonstrate your success in individual R programming courses, showcasing your skills in specific aspects of the language. Professional Certificates: Obtain these by completing a series of courses that prepare you for data analysis and statistical roles using R. Specializations: Deepen your proficiency with comprehensive course sequences that focus on specific areas such as statistical analysis, machine learning, or advanced data visualization with R.

How can I purchase R programming training courses for my team?

Looking to enhance your team's R programming skills? Coursera provides tailored enterprise solutions for teams ranging of 5-125 employees. Our offerings include advanced analytics, customized learning paths, and collaborative tools. To explore our R programming training options and make a purchase, please visit our Coursera for Teams page.

Top R Courses - Learn R Online

Explore the R Course Catalog

Status: Free
Coursera Instructor Network
GenAI for Data Analysts
Skills you'll gain: Generative AI, Data Analysis, Advanced Analytics, OpenAI, Analytics, Data Transformation, ChatGPT, Predictive Analytics, Data Processing, Machine Learning Algorithms
Intermediate · Course · 1 - 4 Weeks
Edureka
Power BI Integration with AWS and Snowflake
Skills you'll gain: Snowflake Schema, AWS Identity and Access Management (IAM), Amazon Web Services, Power BI, Dashboard, Data Visualization Software, Amazon S3, SQL, Data Modeling, Database Management, Data Integration, Data Warehousing, Business Intelligence, Cloud Computing
Intermediate · Course · 1 - 4 Weeks
Status: Free
Ball State University
Introduction to Data Science
Skills you'll gain: Data Ethics, Data Collection, Data Visualization, Probability & Statistics, R Programming, Data Science, Sampling (Statistics), Database Software, Simulations, Data Wrangling, Analytical Skills, Mathematical Theory & Analysis, Statistical Analysis, Regression Analysis, Data Manipulation, Data Structures
Build toward a degree
Beginner · Course · 3 - 6 Months
Codio
Select Topics in Python: Django
Skills you'll gain: Version Control, GitHub, Django (Web Framework), Application Deployment, Object-Relational Mapping, Development Environment, Unit Testing, Database Development, Bootstrap (Front-End Framework), Model View Controller, Virtual Environment, Application Frameworks, PostgreSQL, HTML and CSS
4.9
Rating, 4.9 out of 5 stars
9 reviews
Intermediate · Course · 1 - 4 Weeks
University of California, Irvine
Finding and Preparing for the Right Job
Skills you'll gain: Professional Networking, Data Science, LinkedIn, Professional Development, Applicant Tracking Systems, Recruitment, Events and Conferences, Presentations, Artificial Intelligence, Job Analysis, Writing, Portfolio Management, Branding
Beginner · Course · 1 - 4 Weeks
Board Infinity
Building React Application using ASP.NET MVC5
Skills you'll gain: Restful API, ASP.NET, .NET Framework, Application Programming Interface (API), JavaScript Frameworks, Secure Coding, JSON, React.js, Server Side, Object-Relational Mapping, Model View Controller, Web Applications, Back-End Web Development, Authentications, Authorization (Computing), Dependency Analysis, Data Validation
4
Rating, 4 out of 5 stars
6 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Job Shop Scheduling Using MILP Optimization on RStudio
Skills you'll gain: R Programming, Analysis, Mathematical Software, Data Manipulation
Intermediate · Guided Project · Less Than 2 Hours
University of Colorado Boulder
Resampling, Selection and Splines
Skills you'll gain: Data Science, Statistical Machine Learning, Dimensionality Reduction, Statistical Modeling, R Programming, Statistical Analysis, Sampling (Statistics), Statistical Methods, Regression Analysis, Machine Learning Methods, Predictive Modeling, Applied Mathematics
5
Rating, 5 out of 5 stars
8 reviews
Intermediate · Course · 1 - 3 Months
SAS
CASL Programming for Distributed Computing in SAS® Viya®
Skills you'll gain: Data Manipulation, SAS (Software), Data Validation, Data Analysis, Data Cleansing, Exploratory Data Analysis, Statistical Programming, Statistical Reporting, Distributed Computing, Data Transformation, Cloud Computing Architecture, Servers, Data Management
Advanced · Course · 1 - 3 Months
Infosec
C++ Superpowers and More
Skills you'll gain: Secure Coding, Application Security, System Programming, C++ (Programming Language), C (Programming Language), Unix, Embedded Systems, Cryptography, Debugging, Operating Systems, Data Security, Linux
3.9
Rating, 3.9 out of 5 stars
11 reviews
Mixed · Course · 1 - 4 Weeks
Edureka
Advanced Golang Concepts
Skills you'll gain: Restful API, Go (Programming Language), API Design, Web Services, Application Programming Interface (API), Performance Tuning, Web Development, Software Design Patterns, Debugging, Software Testing, Unit Testing, Databases, System Programming, C (Programming Language), Network Protocols
3
Rating, 3 out of 5 stars
8 reviews
Beginner · Course · 1 - 3 Months
Status: Free
University of Maryland, College Park
Cómo manejar datos faltantes
Skills you'll gain: Sampling (Statistics), Data Cleansing, Data Quality, Stata, Statistical Analysis, Statistical Software, Statistical Methods, Data Analysis, Regression Analysis, Data Integrity, R Programming, Probability & Statistics
Mixed · Course · 1 - 3 Months